Depth as a Scaling Vector: Simple Pruning and Evaluation of Emergent Abilities in Pruned LLMs

Chang Liu, Arjun Choudhry, Yifu Cai, Nina Żukowska, Mononito Goswami, Artur Dubrawski
January, 2026
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Type
Conference paper
Publication
NeurIPS 2025 Workshop on Evaluating the Evolving LLM Lifecycle: Benchmarks, Emergent Abilities, and Scaling